Continuous AI Professional Development for senior engineers
Become an AI-native engineer.
You already ship production systems. This adds the AI-native layer on top — the agentic loop, evals, cost and routing, the trust boundary — and keeps it current.
The sample lesson is free, no signup. Sign-up is open — 14-day free trial, payment method required. Become a member →
Retrieval question
Your agent returns different answers to the same prompt across runs. What actually fixes it?
Pick one — the coach won’t just say “wrong.”
One membership, two jobs
Get AI-native. Then stay current.
- Job one — the transformation. A mastery-gated curriculum (67 modules, backward-designed from the official exam guides) takes you from senior engineer to working AI architect — with capstone artifacts you can show.
- Cert checkpoints as milestones — AWS AIF-C01 + AIP-C01 and Anthropic CCAR-F, plus our own CAPA Academy credential (no official Cloudflare exam exists). Proof along the way, not the point of the trip.
- Job two — staying current. The weekly Brief, a living curriculum, and a coach that tracks the field.
- A coach calibrated for seniors — it argues back, it doesn’t condescend.
The four pillars
One path. Four pillars.
Everything in the membership hangs on four pillars. The curriculum is one mastery-gated path (Track 0 + A–G) through all of them:
- AI Foundations — LLMs, embeddings, RAG, evals, context engineering. Tracks 0·A·B — 18 modules.
- AI Architecture — production agent systems on Anthropic, AWS, and Cloudflare; guardrails, observability, cost. The Architecture Pattern Library holds the production patterns with trade-offs.modules →
- Modern AI Engineering Workflow — Claude Code, MCP, agentic coding, reviewing AI-written code. The Engineering Workflow Library documents how AI-native engineers work.modules →
- Professional Validation — three cert checkpoints, capstone artifacts, interview prep. Track F + exam alignment across the path.
Stays current
The AI era moves weekly. Your engineering judgment should too.
The Weekly AI Engineering Brief — what changed this week in AI engineering, filtered for senior engineers. Read the Brief →
A public changelog — every lesson, item, and coach update is logged as it ships. See the changelog →
The founder log — the platform is built in public; the decisions and the misses are on the record. Read the founder log →
From the founder
Built in public, by someone doing the work.
I'm Wibo, an engineer in Amsterdam, moving into AI architecture the same way you will — by building production systems on Anthropic, AWS, and Cloudflare. This platform is that build, and the curriculum is the map I draw as I go: the patterns that hold up, and the potholes, marked before you hit them. The build is the curriculum.
— Wibo · Amsterdam, NL
Membership
One membership. The whole profession.
The full sample lesson is free, no signup. The Professional Membership unlocks every track, the mastery engine, the coach, and the weekly Brief — and keeps all of it current.
less than $1.35 a day
- The full curriculum — 67 modules, every track
- Modern AI engineering workflows — Claude Code, MCP, agents
- Certification tracks — AWS AIF-C01 · AIP-C01 · Anthropic CCAR-F, plus CAPA, our own Cloudflare Academy credential (no official Cloudflare exam exists)
- Weekly AI Engineering Brief — read it here
- Continuous AI professional development — the curriculum, the Brief, and the coach move with the field
- Senior-calibrated AI coach
- Mastery engine — spaced retrieval, not video watching
14-day free trial, payment method required · Billed annually · Price includes VAT where applicable · 14-day money-back guarantee
Become a member →The full sample lesson, no signup. No card.
Straight answers
The questions a senior would actually ask.
Why annual only?
Because this is professional development, not content rental. The field moves weekly; an annual membership funds keeping the curriculum, the Brief, and the coach current.
What if it's not for me?
14-day money-back guarantee, no questions asked. EU 14-day withdrawal right honored worldwide.
I'm senior — do I have to sit through basics?
No. Mastery gates let you test out of anything you already know; the diagnostic places you.
When can I actually join?
Yes — sign-up is open. Membership starts with a 14-day free trial; a payment method is required to begin it, and nothing is charged until the trial ends.
Add the AI-native layer to what you already ship.
A membership, not a one-off course — the curriculum, the Brief, and the coach move with the field.
Sign-up is open. The sample lesson is free, no signup.
Subscribe to the Brief — free. This is the newsletter, not the membership.